employment-population ratio of natives to test for crowding out at the national level. Third, we analyze occupational upgrading … calculate a positive employment rate effect for most native workers. Even simulations for the most recent 2019-2022 period … suggest small positive effects on wages of non-college natives and no significant crowding out effects on employment …

We characterize the contribution of immigrants to US innovation, both through their direct productivity as well as … Number is assigned. We find immigrants represent 16 percent of all US inventors, but produced 23 percent of total innovation … premature inventor deaths, we find that immigrant inventors create especially strong positive externalities on the innovation …

local labor markets over time, we establish a new fact. Even though both shocks drastically reduced employment in the … manufacturing sector, only robots led to a sizable decline in population size. We provide evidence that negative employment …